Signalling Theory and Stock Returns: A Pre- and Post-Pandemic Comparison
DOI:
https://doi.org/10.32493/JABI.v9i1.y2026.p1-22Abstract
This study examines the effect of Current ratio (CR) and Debt to Equity Ratio (DER) on stock returns, with Return on Assets (ROA) as a moderating variable, before and after the COVID-19 pandemic. It aims to explain how financial ratios are interpreted differently by investors in stable versus crisis conditions. The research uses secondary data from banking companies listed on the Indonesia Stock Exchange (IDX) during 2018–2021. A purposive sampling of 43 firms produced 172 observations, analyzed with EVIEWS 13 through comparative period testing. The novelty of this study lies in exploring the moderating role of ROA in the relationship between liquidity, leverage, and stock returns across two distinct periods, providing insights into investor behavior under uncertainty. Results show that before the pandemic, CR had a positive significant effect, DER was insignificant, and ROA strengthened the effects of both ratios on returns. After the pandemic, CR lost significance, DER showed a significant negative effect, and the moderating role of ROA shifted. These findings highlight that investor focus moved from liquidity to risk management and resilience during economic shocks. The study concludes that maintaining liquidity, prudent leverage, and sustainable profitability are vital to enhance investor confidence in crisis periods.
References
Agustin, R., Sinarasri, N. N. A., & Sukesti, F. (2023). Equity Markets: A Signaling Theory Approach. Proceedings of the International Conference on Business, Accounting, Banking, and Economics (ICBABE 2022), 240, 277.
Ahmed, F., Rahman, M. U., Rehman, H. M., Imran, M., Dunay, A., & Hossain, M. B. (2024). Corporate capital structure effects on corporate performance pursuing a strategy of innovation in manufacturing companies. Helion, 10(3).
Akash, R. S. I., Ghafoor, M. M., & Khan, M. I. (2023). Financial Signaling and Information Asymmetries of Debt vs. Equity in Emerging and Transitional Economies: An Application of EBA Approach. International Journal of Business and Economic Affairs, 8(4), 1–11.
Alarussi, A. S., & Gao, X. (2023). Determinants of profitability in Chinese companies. International Journal of Emerging Markets, 18(10), 4232–4251.
Alexakis, C., Eleftheriou, K., & Patsoulis, P. (2021). COVID-19 containment measures and stock market returns: An international spatial econometrics investigation. Journal of Behavioral and Experimental Finance, 29, 100428.
Almeida, H. (2021). Liquidity management during the Covid‐19 pandemic. Asia‐Pacific Journal of Financial Studies, 50(1), 7–24.
Aminah, L. S. (2021). The Effect of Current ratio, Net Profit Margin, and Return on Assets on Stock Return. Journal of Management, Accounting, General Finance and International Economic Issues, 1(1), 1–9.
Anggita, A., & Anggita, I. (2023). The effect of earnings per share and return on equity on stock prices with company value as a moderation variable during the covid-19 pandemic. INNOVATION: Journal of Economics, Finance, and Management, 19(1), 200–208.
Arianpoor, A., & Naeimi Tajdar, S. S. (2024). The relationship between firm risk, capital structure, cost of equity capital, and social and environmental sustainability during the COVID-19 pandemic. Journal of Facilities Management, 22(2), 234–255.
Arianto, B. (2020). The impact of the COVID-19 pandemic on the world economy. Journal of Struggle Economics, 2(2), 106–126.
Arsy, A. M., Afif, M. N., & Anwar, S. (2024). The Effect of Curent Ratio, Return On Asset, Debt To Equity Ratio and Total Asset Turn Over on the Return of Shares of Banking Companies on the Indonesia Stock Exchange in 2018-2022. Innovative: Journal Of Social Science Research, 4(5), 4039–4054.
Azizah, N., Ridjal, S., & Sohilauw, M. I. (2023). Total asset turnover and debt to equity ratio on pharmaceutical company stock prices: An exploration of the moderator roles of operating efficiency. International Journal of Health, Economics, and Social Sciences (IJHESS), 5(4), 555–563.
Azizah, N., & Yuliana, I. (2022). Profitability and Company Size on Stock Prices with Debt-to-Equity Ratio as a Moderating Variable. European Journal of Business and Management Research, 7(3), 172–178.
Badar, D. S., Nurgraha, N., Supriyatna, Y., & Purnamasari, I. (2025). The Impact of Financial Ratios on Corporate Performance in Southeast Asia: A Comparison of Pre- and Post-COVID-19 Pandemic. Scientific Journal of Unified Accounting, 13(3), 419–432.
Blessing, H., & Sakouvogui, G. (2023). Impact of liquidity and solvency ratios on financial performance: a comprehensive analysis. Indonesia Auditing Research Journal, 12(3), 102–115.
Chakkravarthy, B., Irudayasamy, F. G., Elangovan, R., Rengaraju, N., & Parayitam, S. (2024). Relationship between return on assets and firm value: institutional holdings and firm size as moderators. Quality & Quantity, 58(2), 1217–1233.
Chan, C. H., Wong, W. K., & Yong, H. N. (2024). The Impact of the COVID-19 Pandemic on the Financial Performance of Publicly Listed Companies. Global Business and Management Research, 16(2s), 1057–1066.
Cheema‐Fox, A., LaPerla, B. R., Wang, H., & Serafeim, G. (2021). Corporate resilience and response to COVID‐19. Journal of Applied Corporate Finance, 33(2), 24–40.
Chiang, C., Sembel, R., & Malau, M. (2024). The effect of financial performance and market return on stock return with GDP growth as a moderating variable. International Journal of Business, Economics and Law, 31(1), 102–111.
Chiu, I. H.-Y., Kokkinis, A., & Miglionico, A. (2022). Addressing the challenges of post-pandemic debt management in the consumer and SME sectors: a proposal for the roles of UK financial regulators. Journal of Banking Regulation, 23(4), 439–457.
Dana, I. R. Y., Iskandar, Y., & Zaki, A. (2025). Financial ratios' impact on stock prices in indonesian retail companies amid the covid-19 events in 2020-2022. Mantik Journal, 8(5).
Demmou, L., Calligaris, S., Franco, G., Dlugosch, D., McGowan, M. A., & Sakha, S. (2021). Insolvency and debt overhang following the COVID-19 outbreak: Assessment of risks and policy responses (Vol. 1651). OECD Publishing, Paris.
Doda, N., & Sabir, M. (2025). The Effect of Liquidity and Leverage on Profitability and Its Impact on Stock Prices of the Banking Sub-Sector on the Indonesia Stock Exchange. JISMA: Journal of Social Sciences, Management, and Accounting, 3(4), 1423–1448.
D'Orazio, P. (2021). Towards a post-pandemic policy framework to manage climate-related financial risks and resilience. Climate Policy, 21(10), 1368–1382.
D'Orazio, P. (2023). Navigating financial stability through the dual challenges of climate change and pandemics. Current Opinion in Environmental Sustainability, 65, 101386.
Fadhilah, Q., & Akbar, A. (2024). The Effect of Return On Assets, Debt to Equity Ratio and Earnings Per Share on Stock Return in the Telecommunications Sector. Quantitative Economics and Management Studies, 5(3), 456–465.
Fassas, A., Bellos, S., & Kladakis, G. (2021). Corporate liquidity, supply chain and cost issues awareness within the Covid-19 context: evidence from us management reports' textual analysis. Corporate Governance: The International Journal of Business in Society, 21(6), 1155–1171.
Gajdosikova, D., Chatterjee, S., & Kovalova, E. (2025). The impact of significant macroeconomic turbulence on corporate debt levels: A case study of Visegrad Group countries during COVID-19 pandemic. Equilibrium (1689-765X), 20(2).
Gunawan, E. (2023). Liquidity Ratio Analysis in Financing Short Term Liabilities. International Journal of Health, Economics, and Social Sciences (IJHESS), 5(2), 157–162.
Hadiningrat, E. W., Mangantar, M., & Pondaag, J. J. (2017). Analysis of the effect of liquidity ratio and profitability ratio on stock returns in lq 45 companies. EMBA Journal: Journal of Economics, Management, Business and Accounting Research, 5(2).
Hartati, Y. R., & Zakiyah, T. (2023). The Effect of Financial Performance on Stock Returns in the Property and Real Estate Sector for the Period 2019-2021 with Inflation as a Moderation Variable. Journal of Data Science Theory and Application, 2(2), 1–16.
Helmiawati, E. E. S. (2025). The Effect of Return on Asset, Debt to Equity Ratio, and Current Ratio on Stock Returns with Dividend Policy as an Intervening Variable. Inovbiz: Journal of Business Innovation, 13(1).
Herbowo, H., & Inadi, H. M. (2025). Stock Price Measurement: The Financial Ratio Method and Its Relationship to Signal Theory. Research, Economics, Accounting and Taxation (Associate), 6(1), 77–90.
Hocky, A., Pasaribu, Y. B., Junita, R., Putra, R., & Syahputra, H. (2023). The Effect of Price Earnings Ratio, Debt to Equity Ratio, Net Profit Margin, and Total Asset Turnover on Stock Returns on the Kompas 100 Index. International Conference on Business Management and Accounting, 2(1), 271–281.
Hsu, J., Young, W., & Huang, Y.-W. (2021). Investors' reactions and firms' actions in the Covid-19 period: The case of Taiwan. International Review of Financial Analysis, 78, 101905.
Huang, J., Kombate, B., Li, Y., Kouadio, K. R., & Xie, P. (2023). Effective risk management in the shadow of COVID-19 pandemic: The evidence of Indonesian listed corporations. Helion, 9(5).
Ihsan, F., Sembel, R., & Malau, M. (2023). The Effect of Macroeconomic, Market Return, and Financial Performance with Moderating Variable of Covid-19 Pandemic on Stock Return: A Case Study of Mobile Operator Companies Listed in IDX Period 2012-2021. South East Asia Journal of Contemporary Business, Economics and Law, 28(3), 58–68.
Imdad, R. S., Khan, M. I., & Islam, B. (2024). Modeling Risk of Financial Signaling and Information Asymmetries in Debt Vs. Equity. Pakistan Journal of Multidisciplinary Research, 5(2), 62–82.
Irman, M., & Purwati, A. A. (2020). Analysis on the influence of current ratio, debt to equity ratio and total asset turnover toward return on assets on the otomotive and component company that has been registered in Indonesia Stock Exchange Within 2011-2017. International Journal of Economics Development Research, 1(1), 296486.
Khan, A., Rahayu, C. W. E., & Rahmawati, C. H. T. (2024). The Effect of Financial Ratios on Stock Returns: By Mediation of Price Earning Ratio. Performance, 28(1), 23–40.
Kurniawan, A. (2021). Analysis of the effect of return on asset, debt to equity ratio, and total asset turnover on share return. Journal of Industrial Engineering & Management Research, 2(1), 64–72.
Laurens, S., & Mulyani, S. D. (2022). Financial distress and financial performance on stock return with firm size as moderating variable. Journal of Management and Entrepreneurship, 10(1), 1–7.
Lubis, I., & Alfiyah, F. N. (2021). Effect of return on equity and debt to equity ratio to stock return. Indonesian Financial Review, 1(1), 18–32.
Malino, M., Syarifuddin, S., Sudarwadi, D., Numberi, C. L., & Sumari, J. (2025). Analysis of the Financial Performance Dynamics of Telecommunications Companies in Indonesia Before, During, and After the Pandemic: Integration of Financial Ratios and Managerial Behavior Theory. Amkop Management Accounting Review (AMAR), 5(1), 462–476.
Mangantar, A. A. A., Mangantar, M., & Baramuli, D. N. (2020). The effect of return on asset, return on equity and debt to equity ratio on stock returns in the food and beverage subsector on the Indonesia Stock Exchange. EMBA Journal: Journal of Economics, Management, Business and Accounting Research, 8(1).
Marito, B. C., & Sjarif, A. D. (2020). The impact of current ratio, debt to equity ratio, return on assets, dividend yield, and market capitalization on stock return (Evidence from listed manufacturing companies in Indonesia Stock Exchange). Economics, 7(1), 10–16.
Messaoud, D., Ben Amar, A., & Boujelbene, Y. (2023). Investor sentiment and liquidity in emerging stock markets. Journal of Economic and Administrative Sciences, 39(4), 867–891.
Nocco, B. W., & Stulz, R. M. (2022). Enterprise risk management: Theory and practice. Journal of Applied Corporate Finance, 34(1), 81–94.
Nugroho, D. S., & Pertiwi, M. I. (2021). Stock price reaction when covid-19 exists: moderating by firm's operating cash flow. Malaysian Economic Journal, 55(1), 1–16.
Nukala, V. B., & Prasada Rao, S. S. (2021). Role of debt-to-equity ratio in project investment valuation, assessing risk and return in capital markets. Future Business Journal, 7(1), 13.
Nurcahyono, N., Hanum, A. N., & Sukesti, F. (2021). The COVID-19 outbreak and its impact on stock market returns: Evidence from Indonesia. Journal of Accounting and Business Dynamics, 8(1), 47–58.
Omodara, O. V. (2023). The dynamics of short-term debt ratio and firm performance: A comprehensive study of Nigerian manufacturing firms. Fuoye Journal of Accounting and Management, 6(2).
Ooi, K. L. (2024). Analyst forecasting and market liquidity dynamics: A comparative analysis of US and Chinese markets pre and post COVID-19. Journal of General Management, 03063070231225603.
Polii, H. R. L., Soewignyo, F., Sumanti, E. R., & Mandagi, D. W. (2023). Predictive ability of financial and non-financial performance for financial statement publication time frame: moderating role of covid-19 pandemic. Journal of Social and Environmental Management, 17(2), 1–22.
Pradista, A. S., & Kusumawati, E. (2022). Analysis of the Influence of CSR Disclosure, Company Size Changes, Liquidity, Leverage, and Profitability on Stock Returns (Empirical Study on Manufacturing Companies Listed on the Indonesia Stock Exchange 2018-2020). Journal of Economics and Business, 11(1), 761–776.
Primasatya, R. D., & Arliana, A. (2024). The Effect of Financial Ratios on Stock Prices. Owner: Research and Journal of Accounting, 8(2), 1549–1565.
Putri, L. A., & Ramadhan, M. I. (2023). The effect of liquidity ratio and profitability ratio on stock prices. Owner: Research and Journal of Accounting, 7(2), 1113–1123.
Rahmawati, Y., & Hadian, H. N. (2022). The influence of debt equity ratio (DER), earning per share (EPS), and price earning ratio (PER) on stock price. International Journal of Finance, Accounting, and Management, 3(4), 289–300.
Rasyad, R. Z., Iskandar, R., & Azis, M. (2020). Determinant of Stock Returns with Inflation as a Moderating Variable. Saudi Journal of Business and Management Studies, 5(6), 353–360.
Rijata, W., Yulianti, M. L., Priatna, D. K., & Roswinna, W. (2022). The Effect of Return on Assets, Return on Equity and Debt to Equity Ratio on Stock Returns in Clothing and Luxury Goods Sub Sector Companies Listed on the Indonesia Stock Exchange. Journal of Accounting and Finance Management, 3(4), 166–175.
Rochmah, W. N. (2024). Financial Ratio and Price Earnings Ratio: Analysis of Technology Companies Listed on the IDX. Proceedings of the 4th Business Innovation Sustainability and Technology International Conference (BISTIC 2024), 307, 230.
Rohmatin, B. L., Arini, A., & MZ, M. A. (2022). Company Financial Performance: Influence on Stock Returns. Innovative: Journal Of Social Science Research, 2(2), 448–453.
Saputra, F. (2022). Analysis effect return on assets (ROA), return on equity (ROE) and price earning ratio (PER) on stock prices of coal companies in the Indonesia Stock Exchange (IDX) period 2018-2021. International Journal of Economics, Finance and Accounting, 3(1), 82–94.
Sari, D. I. (2020). The Effect of Current Ratio and Debt to Equity Ratio on Automotive Company Stock Prices. JAD: Journal of Accounting & Finance Research Dewantara, 3(1), 66–77.
Sausan, F. R., Korawijayanti, L., & Ciptaningtias, A. F. (2020). The effect of return on asset (ROA), debt to equity ratio (DER), earning per share (EPS), total asset turnover (TATO) and exchange rate on stock return of property and real estate companies at Indonesia stock exchange period 2012-2017. Ilomata International Journal of Tax and Accounting, 1(2), 103–114.
Siahaan, S., Sadalia, I., & Silalahi, A. S. (2021). Effect of financial ratios on stock returns with earning per share as moderating variable in banking companies on the Indonesia Stock Exchange (2012–2017 Period). International Journal of Research and Review, 8(8), 398–406.
Sihombing, P., & Sinaga, F. F. (2020). Determinants Of Fundamental Stock Return Factors At Textile And Garment Company, Analysis Data Panel For Period 2012-2019. Dinastic International Journal of Economics, Finance & Accounting, 1(4), 581–592.
Sohibien, G. P. D., Laome, L., Choiruddin, A., & Kuswanto, H. (2022). COVID-19 pandemic's impact on return on asset and financing of Islamic commercial banks: Evidence from Indonesia. Sustainability, 14(3), 1128.
Sulistyanie, A., & Sumantri, M. B. A. (2020). The effect of return on equity (ROE), debt equity ratio (DER), and earning per share (EPS) on share prices in LQ45 indexed companies on the Indonesia stock exchange for the 2015-2018 period. Technium, 2(7), 209–221.
Suryana, N., & Anggadini, S. D. (2020). Analysis of stock prices affected by current ratio. International Journal of Science, Technology & Management, 1(3), 190–197.
Syafar, N. W., Wahyuni, W., & Ridwan, M. (2025). The Effect of Return on Asset and Debt to Equity Ratio on the Stock Price of Food and Beverage Companies Listed on the Indonesia Stock Exchange. Paradox: Journal of Economics, 8(2), 1069–1083.
Tarighi, H., Zimon, G., Sheikh, M. J., & Sayrani, M. (2024). The impact of firm risk and the COVID-19 crisis on working capital management strategies: Evidence from a market affected by economic uncertainty. Risks, 12(4), 72.
Tarmidi, D. (2021). How Does Investor React to Financial Performance? International Journal of Management Studies and Social Science Research, 3(1).
Tarmidi, D., Pramukty, R., & Akbar, T. (2020). Fundamental analysis of financial ratios on stock prices. Saudi Journal of Economics and Finance, 4(05), 176–180.
Topić-Pavković, B. (2024). Challenges to global monetary and financial stability. Collection of Papers New Economy, 2(1), 31–45.
Wenjie, H. (2024). How to Deal with the Sovereign Debt Crisis in the Post-epidemic Era. Journal of Applied Finance & Banking, 14(3), 1–10.
Widianti, W., & Apriyanti, M. D. (2023). Current ratio, Earning Per Share And Debt To Equity ratio affects stock returns. Journal of Comparative Economics: Economics and Business, 5(1), 12–24.
Widjaja, W., Sembel, R., & Malau, M. (2023). The Impact of Macroeconomic, Financial Performance, Market Return, and Covid-19 Instances on Stock Return of Pharmaceutical Companies. South East Asia Journal of Contemporary Business, Economics and Law, 28(3), 48–57.
Wullweber, J. (2020). The COVID-19 financial crisis, global financial instabilities and transformations in the financial system. Global Financial Instabilities and Transformations in the Financial System (September 7, 2020).
Yasar, B., Martin, T., & Kiessling, T. (2020). An empirical test of signalling theory. Management Research Review, 43(11), 1309–1335.
Yaser, A., Hasan, E. F., Ahmad, G., Matar, A., Mansour, Y., & Haddad, H. (2022). Investigating the influence of financial indicators on stock returns in the presence of the COVID-19 pandemic. Asian Economic and Financial Review, 12(10), 837–847.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Hendro Paulus, Deden Tarmidi

This work is licensed under a Creative Commons Attribution 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access)

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
PUBLICATION ETHICS
FOCUS AND SCOPE
EDITORIAL TEAM
REVIEW PROCESS
CONTACT US
AUTHOR GUIDELINES



